Comparative Evaluation of Anomaly Detection Techniques for Sequence Data. - Varun Chandola; Varun Mithal; Vipin Kumar 001 (ICDM, 2008)

A Comparative Study Of Algorithms For Land Cover Change. - Shyam Boriah; Varun Mithal; Ashish Garg 001; Vipin Kumar 001; Michael S. Steinbach; Christopher Potter; Steven A. Klooster (CIDU, 2010)

Automated detection of forest cover changes. - Shyam Boriah; Varun Mithal; Ashish Garg 001; Michael S. Steinbach; Vipin Kumar 001; Christopher Potter; Steven A. Klooster; Juan Carlos Castilla-Rubio (IGARSS, 2010)

A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in Forests. - Yashu Chamber; Ashish Garg 001; Varun Mithal; Ivan Brugere; Vipin Kumar 001; Michael Lau; Michael S. Steinbach; Christopher Potter; Steven A. Klooster; Vikrant Krishna; Shyam Boriah (CIDU, 2011)

Incorporating Natural Variation into Time Series-Based Land Cover Change Detection. - Varun Mithal; Ashish Garg 001; Ivan Brugere; Shyam Boriah; Vipin Kumar 001; Michael S. Steinbach; Christopher Potter; Steven A. Klooster (CIDU, 2011)

Gopher: Global observation of Planetary Health and Ecosystem Resources. - Ashish Garg 001; Varun Mithal; Yashu Chamber; Ivan Brugere; Vijay Chaudhari; Marc Dunham; Vikrant Krishna; Sairam Krishnamurthy; Sruthi Vangala; Shyam Boriah; Michael S. Steinbach; Vipin Kumar 001; et al. (IGARSS, 2011)

Monitoring global forest cover using data mining. - Varun Mithal; Ashish Garg 001; Shyam Boriah; Michael S. Steinbach; Vipin Kumar 001; Christopher Potter; Steven A. Klooster; Juan Carlos Castilla-Rubio (ACM Trans. Intell. Syst. Technol., 2011)

A new data mining framework for forest fire mapping. - Xi C. Chen; Anuj Karpatne; Yashu Chamber; Varun Mithal; Michael Lau; Karsten Steinhaeuser; Shyam Boriah; Michael S. Steinbach; Vipin Kumar 001; Christopher Potter; Steven A. Klooster; Teji Abraham; et al. (CIDU, 2012)

EddyScan: A physically consistent ocean eddy monitoring application. - James H. Faghmous; Luke Styles; Varun Mithal; Shyam Boriah; Stefan Liess; Vipin Kumar 001; Frode Vikebø; Michel dos Santos Mesquita (CIDU, 2012)

Time series change detection using segmentation: A case study for land cover monitoring. - Varun Mithal; Zachary O'Connor; Karsten Steinhaeuser; Shyam Boriah; Vipin Kumar 001; Christopher Potter; Steven A. Klooster (CIDU, 2012)

Earth Science Applications of Sensor Data. - Anuj Karpatne; James H. Faghmous; Jaya Kawale; Luke Styles; Mace Blank; Varun Mithal; Xi C. Chen; Ankush Khandelwal; Shyam Boriah; Karsten Steinhaeuser; Michael S. Steinbach; Vipin Kumar 001; et al. (Managing and Mining Sensor Data, 2013)

Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application. - James H. Faghmous; Muhammed Uluyol; Luke Styles; Matthew Le 001; Varun Mithal; Shyam Boriah; Vipin Kumar 001 (AAAI, 2013)

Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping. - Shyam Boriah; Ankush Khandelwal; Vipin Kumar 001; Varun Mithal; Karsten Steinhaeuser (SDM, 2013)

A reference based analysis framework for understanding anomaly detection techniques for symbolic sequences. - Varun Chandola; Varun Mithal; Vipin Kumar 001 (Data Min. Knowl. Discov., 2014)

Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances. - Ankush Khandelwal; Varun Mithal; Vipin Kumar 001 (ICDM, 2015)

Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges, and Opportunities. - Anuj Karpatne; Ankush Khandelwal; Xi Chen; Varun Mithal; James H. Faghmous; Vipin Kumar 001 (Computational Sustainability, 2016)

RAPT: Rare Class Prediction in Absence of True Labels. - Varun Mithal; Guruprasad Nayak; Ankush Khandelwal; Vipin Kumar 001; Nikunj C. Oza; Ramakrishna R. Nemani (IEEE Trans. Knowl. Data Eng., 2017)

Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns. - Guruprasad Nayak; Varun Mithal; Xiaowei Jia; Vipin Kumar 001 (SDM, 2018)

Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework. - Varun Mithal; Guruprasad Nayak; Ankush Khandelwal; Vipin Kumar 001; Ramakrishna R. Nemani; Nikunj C. Oza (Remote. Sens., 2018)

Spatio-temporal classification at multiple resolutions using multi-view regularization. - Guruprasad Nayak; Rahul Ghosh; Xiaowei Jia; Varun Mithal; Vipin Kumar 001 (IEEE BigData, 2019)

Explainable AI in Industry. - Krishna Gade; Sahin Cem Geyik; Krishnaram Kenthapadi; Varun Mithal; Ankur Taly (KDD, 2019)

Explainable AI in industry: practical challenges and lessons learned: implications tutorial. - Krishna Gade; Sahin Cem Geyik; Krishnaram Kenthapadi; Varun Mithal; Ankur Taly (FAT*, 2020)

Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data. - Guruprasad Nayak; Rahul Ghosh; Xiaowei Jia; Varun Mithal; Vipin Kumar 001 (SDM, 2020)

Explainable AI in Industry: Practical Challenges and Lessons Learned. - Krishna Gade; Sahin Cem Geyik; Krishnaram Kenthapadi; Varun Mithal; Ankur Taly (WWW (Companion Volume), 2020)

An Attentive Survey of Attention Models. - Sneha Chaudhari; Varun Mithal; Gungor Polatkan; Rohan Ramanath (ACM Trans. Intell. Syst. Technol., 2021)

TE2Rules: Extracting Rule Lists from Tree Ensembles. - G. Roshan Lal; Xiaotong Chen; Varun Mithal (CoRR, 2022)

NN2Rules: Extracting Rule List from Neural Networks. - G. Roshan Lal; Varun Mithal (CoRR, 2022)